Exercises and projects from Udacity's Nanodegree
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Updated
Jan 6, 2021 - Jupyter Notebook
Exercises and projects from Udacity's Nanodegree
Robot Manipulator Path Planning using Q-Learning – 2D Grid World Case Study
Snake game with RL
⛷ DQN and DDQN algorithms for OpenAI Gym Skiing environment 🎮
The implementation of DQN+HER and h-DQN algorithms performed in customized Four Rooms and CraftingWorld environments
The pytorch implementation of dqn
2022 K-전차 인공지능 챌린지 대회 - 환경 구축 및 강화학습 구현
Naive reproductions of 1) Q-learning, 2) Sarsa, 3) DQN / DDQN
2023 Robocom AI Competition——A Robot using DQN to explore Maze
Iterative Prisoner Dilemma - Tournament of 20+ classic strategies and an ML player built with DQN
source code for AAMAS 2023 Imperfect-information Card Game Competition
My solution to the Harvest Competition
A bunch of reinforcement learning implementations in PyTorch, will eventually include Deep Q-Networks (DQN), Deep Deterministic Policy Gradients (DDPG) etc
An exploration of the effects of Intrinsic Motivation methods on RL algorithms using Atari games.
Implementation of DQN Network in ABB YuMi Manipulator to do planar pushing under external perturbance.
PyTorch-based reinforcement learning implementation of A3C and DQN algorithms for a 2-player Catan environment
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